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<title>AIVO Standard™ — Methodology v3.5</title>
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<h1>🧭 AIVO Standard™ — Methodology v3.5</h1>
<p><strong>AI Visibility Optimization (AIVO) Framework</strong></p>
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📥 <a href="./AIVO%20Methodology%20Version%203.5.pdf">Download AIVO Methodology v3.5 (PDF)</a>
🔖 <a href="https://doi.org/10.5281/zenodo.17428098">DOI: 10.5281/zenodo.17428098</a><br>
🐙 <a href="https://github.com/pjsheals/aivo-standard/releases/tag/v3.5">GitHub Release v3.5</a>
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<h2>✨ What’s New in v3.5</h2>
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<li><strong>Two-Dimensional Prompt Measurement (2D-PSOS)</strong> — Awareness vs Transactional prompt presence.</li>
<li><strong>Predictive Conversational Models (PCM)</strong> — CDR, VRR & PVI predictive metrics.</li>
<li><strong>Entropy & Stability Layer (Annex 15-T)</strong> — Stability Index (SI) and PSOS-E, aligned with ISO 42001 & NIST AI RMF.</li>
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<h2>📚 Version History</h2>
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<li><strong>v3.5 (Oct 2025)</strong> — Predictive governance layer added (2D-PSOS, PCM, Entropy & Stability).</li>
<li>v3.0 (Aug 2025) — Quantification layer with PSOS™ and governance reporting.</li>
<li>v2.x — Visual search, GPT-5 enhancements, regulated industries section.</li>
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<h2>🔗 Key Links</h2>
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<li>🌐 <a href="https://aivostandard.org">AIVO Standard Website</a></li>
<li>📰 <a href="https://aivojournal.org">AIVO Journal</a></li>
<li>🐙 <a href="https://github.com/pjsheals/aivo-standard">GitHub Repository</a></li>
<li>🔖 <a href="https://doi.org/10.5281/zenodo.17428098">Zenodo DOI Record</a></li>
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<p>© 2025 AIVO Standard™ — MIT License</p>
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